Learning the weight matrix for sparsity averaging in compressive imaging. - Dimitris Perdios; Adrien Besson; Philippe Rossinelli; Jean-Philippe Thiran (ICIP, 2017)

Pulse-Stream Models in Time-of-Flight Imaging. - Adrien Besson; Dimitris Perdios; Yves Wiaux; Jean-Philippe Thiran (ICASSP, 2018)

On Problem Formulation, Efficient Modeling and Deep Neural Networks for High-Quality Ultrasound Imaging : Invited Presentation. - Dimitris Perdios; Adrien Besson; Florian Martinez; Manuel Vonlanthen; Marcel Arditi; Jean-Philippe Thiran (CISS, 2019)

Joint Sparsity With Partially Known Support and Application to Ultrasound Imaging. - Adrien Besson; Dimitris Perdios; Yves Wiaux; Jean-Philippe Thiran (IEEE Signal Process. Lett., 2019)

A Physical Model of Nonstationary Blur in Ultrasound Imaging. - Adrien Besson; Lucien Roquette; Dimitris Perdios; Matthieu Simeoni; Marcel Arditi; Paul Hurley; Yves Wiaux; Jean-Philippe Thiran (IEEE Trans. Computational Imaging, 2019)

CNN-Based Image Reconstruction Method for Ultrafast Ultrasound Imaging. - Dimitris Perdios; Manuel Vonlanthen; Florian Martinez; Marcel Arditi; Jean-Philippe Thiran (CoRR, 2020)

A spline-based spatial impulse response simulator. - Dimitris Perdios; Florian Martinez; Marcel Arditi; Jean-Philippe Thiran (CoRR, 2021)

CNN-Based Ultrasound Image Reconstruction for Ultrafast Displacement Tracking. - Dimitris Perdios; Manuel Vonlanthen; Florian Martinez; Marcel Arditi; Jean-Philippe Thiran (IEEE Trans. Medical Imaging, 2021)

CNN-Based Image Reconstruction Method for Ultrafast Ultrasound Imaging: Data. - Dimitris Perdios; Manuel Vonlanthen; Florian Martinez; Marcel Arditi; Jean-Philippe Thiran (IEEE DataPort, 2022)

Improving Lipschitz-Constrained Neural Networks by Learning Activation Functions. - Stanislas Ducotterd; Alexis Goujon; Pakshal Bohra; Dimitris Perdios; Sebastian Neumayer; Michael Unser (J. Mach. Learn. Res., 2024)